posted by user: gflofst || 1532 views || tracked by 1 users: [display]

TDM 2019 : 1st Workshop on Transient Data Managment at HPDC 2019


When Jun 25, 2019 - Jun 25, 2019
Where Phoenix, AZ
Submission Deadline Apr 4, 2019
Notification Due May 7, 2019
Final Version Due May 14, 2019
Categories    data management   HPC   storage   io

Call For Papers

The 1st Workshop on Transient Data Management (TDM)

To be held in Conjunction with HPDC 2019, Phoenix, Arizona

With the rise of burst buffers, deep memory hierarchies, and tiered storage, managing data across these various locations has become more complicated. Additionally, emerging application classes, such as AI and in situ analytics, require extremely efficient access to relevant data in order to glean rapid insights as the data is being produced. Applications now try to use faster, but smaller tiers for performance, but must address capacity issues by migrating or evicting data.

Hierarchical storage management (HSM) has traditionally addressed these needs, but with some of the tiers having a byte-addressable interface, rather than a file system (POSIX) interface, HSM is no longer sufficient.

This workshop solicits novel work that explores issues related to managing data as it moves across the memory/storage hierarchy from on package high bandwidth memory, node local NVMe, remote fast memory/storage devices, centralized scratch space, data lakes, and long term archiving solutions. Requested papers will address storing, streaming, accessing, migrating, quality of service, consistency models, searching, and other concerns.

This workshop contributes by exploring the various techniques for data management and movement as well as hardware management and access techniques such as quality of service and API/interfaces for supporting such operations.

Topics of interest include:
• System software/OS features to enable data management operations
• Out of core computation data management techniques
• Tools and techniques to accelerate data searching and selection
• Ensemble run data management techniques and challenges
• In Situ analytics data support
• Data management for large scale streaming applications
• Use of staging areas, such as other nodes, burst buffers or other private or shared acceleration tiers, or even centralized scratch space for managing intermediate data between computation tasks
• Supporting data loading and migration for Big Data or AI workflow systems like Spark, Hadoop, and Tensorflow
• State of the practice papers on the above topics

Papers must be unpublished work in the ACM format no longer than 5 pages (not including references). All accepted papers will be including in the HPDC Workshop Proceedings.

Workshop page:

Submission site:

Important Dates:
• Submission Deadline: April 4, 2019 (AoE -- firm)
• Responses to Authors: May 7, 2019
• Camera Ready due: May 14, 2019
• Workshop: June 25, 2019

Program Co-Chairs:
• Jay Lofstead (Sandia National Labs) (gflofst AT sandia DOT gov)
• Jai Dayal (Intel) (jai DOT dayal AT intel DOT com)

Program Committee
• Suren Byna (LBL)
• Phil Carns (ANL)
• Elsa Gonsiorowski (LLNL)
• Anthony Kougkas (IIT)
• Johann Lombardi (Intel)
• Kathryn Mohror (LLNL)
• Kimmy Mu (HDF Group)
• Mike Sevilla (Tidalscale)
• Norbert Podhorzski (ORNL)
• Galen Shipman (LANL)
• Min Si (ANL)
• Osamu Tatebe (University of Tsukuba)
• Noah Watkins (Red Hat)
• Weikuan Yu (FSU)

Related Resources

HPDC 2022   ACM HPDC 2022 (The 31th International Symposium on High-Performance Parallel and Distributed Computing)
NLPCL 2023   4th International Conference on Natural Language Processing and Computational Linguistics
MLDM 2023   18th International Conference on Machine Learning and Data Mining
OpenSuCo @ ISC HPC 2017   2017 International Workshop on Open Source Supercomputing
SDM 2023   SDM 2023 : SIAM International Conference on Data Mining
ICBTA 2022   ACM--2022 5th International Conference on Blockchain Technology and Applications (ICBTA 2022)
CoMSE 2023   2023 International Conference on Materials Science and Engineering (CoMSE 2023)
IJBB 2022   International Journal on Bioinformatics & Biosciences
SoCAV 2023   2023 International Symposium on Connected and Autonomous Vehicles (SoCAV 2023)
MLDM 2023   19th International Conference on Machine Learning and Data Mining